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García-Calvo L, Kummen C, Rustad S, Rønning SB, Fagerlund A. A toolkit for facilitating markerless integration of expression cassettes in Komagataella phaffii via CRISPR/Cas9. Microb Cell Fact 2025; 24:97. [PMID: 40319267 PMCID: PMC12049782 DOI: 10.1186/s12934-025-02716-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2025] [Accepted: 04/08/2025] [Indexed: 05/07/2025] Open
Abstract
BACKGROUND The yeast Komagataella phaffii (formerly known as Pichia pastoris) has been widely used for functional expression of recombinant proteins, including plant and animal food proteins. CRISPR/Cas9 genome editing systems can be used for insertion of heterologous genes without the use of selection markers. The study aimed to create a convenient markerless knock-in method for integrating expression cassettes into the chromosome of K. phaffii using CRISPR/Cas9 technology. The approach was based on the hierarchical, modular, Golden Gate assembly employing the GoldenPiCS toolkit. Furthermore, the aim was to evaluate the system's efficiency and suitability for producing secreted recombinant food proteins. RESULTS Three Cas9/sgRNA plasmids were constructed, along with corresponding donor helper plasmids containing homology regions for chromosomal integration via homology-directed repair. The integration efficiency of an enhanced green fluorescent protein (eGFP) expression cassette was assessed at three genomic loci (04576, PFK1, and ROX1). The 04576 locus showed the highest integration efficiency, while ROX1 had the highest transformation efficiency. Whole genome sequencing revealed variable copy numbers of eGFP expression cassettes among clones, corresponding with increasing levels of fluorescence. Furthermore, the system's applicability for producing recombinant food proteins was validated by successfully expressing and secreting chicken ovalbumin. This constitutes the first report of CRISPR/Cas9 applied to produce recombinant chicken ovalbumin. CONCLUSIONS The adapted GoldenPiCS toolkit combined with CRISPR/Cas9 technology enabled efficient and precise genome integration in K. phaffii. This approach holds promise for expanding the production of high-value recombinant proteins. Future research should focus on optimizing integration sites and improving cloning procedures to enhance the system's efficiency and versatility.
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Affiliation(s)
- Laura García-Calvo
- Nofima - Norwegian Institute of Food, Fisheries and Aquaculture Research, Ås, Norway
| | - Charlotte Kummen
- Nofima - Norwegian Institute of Food, Fisheries and Aquaculture Research, Ås, Norway
| | - Solvor Rustad
- Nofima - Norwegian Institute of Food, Fisheries and Aquaculture Research, Ås, Norway
| | - Sissel Beate Rønning
- Nofima - Norwegian Institute of Food, Fisheries and Aquaculture Research, Ås, Norway
| | - Annette Fagerlund
- Nofima - Norwegian Institute of Food, Fisheries and Aquaculture Research, Ås, Norway.
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2
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Barreiro-Alonso A, Lamas-Maceiras M, Cerdán EM, Vizoso-Vázquez Á. The HMGB protein Ixr1 interacts with Ssn8 and Tdh3 involved in transcriptional regulation. FEMS Yeast Res 2019; 18:4847888. [PMID: 29438513 DOI: 10.1093/femsyr/foy013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Accepted: 02/07/2018] [Indexed: 12/18/2022] Open
Abstract
Ixr1 is a Saccharomyces cerevisiae transcriptional factor that extensively regulates the response to hypoxia and controls other important cellular functions and DNA repair. During aerobic growth, the Ixr1 repressor function is predominant on regulated promoters of hypoxic genes, although activator effects are also observed on other genes. During hypoxia, Ixr1 expression increases and the number of genes activated by Ixr1 also increase. In this work we demonstrate that the NH2-terminal region of Ixr1 is involved in transcriptional activation. We also present the first analysis about Ixr1 interactions with three factors that have been previously identified as important players in the yeast hypoxic response, Cyc8, Tup1 and Ssn8; results demonstrate that only Ssn8 binds to Ixr1. We have also looked for other Ixr1-binding proteins associated with transcriptional regulation, by co-purification and mass spectrometry identification. Tdh3, a protein involved in transcriptional silencing, is among the new identified Ixr1-binding proteins. Differential phosphorylation of Ixr1 is found when comparing aerobic and hypoxic yeast growth. Implication of these results in transcriptional regulation mediated by Ixr1 is discussed.
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Affiliation(s)
- Aida Barreiro-Alonso
- EXPRELA Group, Departamento de Bioloxía, Centro de Investigacións Científicas Avanzadas (CICA), Facultade de Ciencias, Universidade da Coruña, Campus de A Zapateira, 15071, A Coruña 15001, Spain
| | - Mónica Lamas-Maceiras
- EXPRELA Group, Departamento de Bioloxía, Centro de Investigacións Científicas Avanzadas (CICA), Facultade de Ciencias, Universidade da Coruña, Campus de A Zapateira, 15071, A Coruña 15001, Spain
| | - Esperanza M Cerdán
- EXPRELA Group, Departamento de Bioloxía, Centro de Investigacións Científicas Avanzadas (CICA), Facultade de Ciencias, Universidade da Coruña, Campus de A Zapateira, 15071, A Coruña 15001, Spain
| | - Ángel Vizoso-Vázquez
- EXPRELA Group, Departamento de Bioloxía, Centro de Investigacións Científicas Avanzadas (CICA), Facultade de Ciencias, Universidade da Coruña, Campus de A Zapateira, 15071, A Coruña 15001, Spain
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Zhang T, Bu P, Zeng J, Vancura A. Increased heme synthesis in yeast induces a metabolic switch from fermentation to respiration even under conditions of glucose repression. J Biol Chem 2017; 292:16942-16954. [PMID: 28830930 DOI: 10.1074/jbc.m117.790923] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Revised: 08/18/2017] [Indexed: 01/13/2023] Open
Abstract
Regulation of mitochondrial biogenesis and respiration is a complex process that involves several signaling pathways and transcription factors as well as communication between the nuclear and mitochondrial genomes. Under aerobic conditions, the budding yeast Saccharomyces cerevisiae metabolizes glucose predominantly by glycolysis and fermentation. We have recently shown that altered chromatin structure in yeast induces respiration by a mechanism that requires transport and metabolism of pyruvate in mitochondria. However, how pyruvate controls the transcriptional responses underlying the metabolic switch from fermentation to respiration is unknown. Here, we report that this pyruvate effect involves heme. We found that heme induces transcription of HAP4, the transcriptional activation subunit of the Hap2/3/4/5p complex, required for growth on nonfermentable carbon sources, in a Hap1p- and Hap2/3/4/5p-dependent manner. Increasing cellular heme levels by inactivating ROX1, which encodes a repressor of many hypoxic genes, or by overexpressing HEM3 or HEM12 induced respiration and elevated ATP levels. Increased heme synthesis, even under conditions of glucose repression, activated Hap1p and the Hap2/3/4/5p complex and induced transcription of HAP4 and genes required for the tricarboxylic acid (TCA) cycle, electron transport chain, and oxidative phosphorylation, leading to a switch from fermentation to respiration. Conversely, inhibiting metabolic flux into the TCA cycle reduced cellular heme levels and HAP4 transcription. Together, our results indicate that the glucose-mediated repression of respiration in budding yeast is at least partly due to the low cellular heme level.
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Affiliation(s)
- Tiantian Zhang
- From the Department of Biological Sciences, St. John's University, Queens, New York 11439
| | - Pengli Bu
- From the Department of Biological Sciences, St. John's University, Queens, New York 11439
| | - Joey Zeng
- From the Department of Biological Sciences, St. John's University, Queens, New York 11439
| | - Ales Vancura
- From the Department of Biological Sciences, St. John's University, Queens, New York 11439
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4
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Gasch AP, Hose J, Newton MA, Sardi M, Yong M, Wang Z. Further support for aneuploidy tolerance in wild yeast and effects of dosage compensation on gene copy-number evolution. eLife 2016; 5:e14409. [PMID: 26949252 PMCID: PMC4798956 DOI: 10.7554/elife.14409] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Accepted: 02/26/2016] [Indexed: 12/19/2022] Open
Abstract
In our prior work by Hose et al., we performed a genome-sequencing survey and reported that aneuploidy was frequently observed in wild strains of S. cerevisiae. We also profiled transcriptome abundance in naturally aneuploid isolates compared to isogenic euploid controls and found that 10–30% of amplified genes, depending on the strain and affected chromosome, show lower-than-expected expression compared to gene copy number. In Hose et al., we argued that this gene group is enriched for genes subject to one or more modes of dosage compensation, where mRNA abundance is decreased in response to higher dosage of that gene. A recent manuscript by Torres et al. refutes our prior work. Here, we provide a response to Torres et al., along with additional analysis and controls to support our original conclusions. We maintain that aneuploidy is well tolerated in the wild strains of S. cerevisiae that we studied and that the group of genes enriched for those subject to dosage compensation show unique evolutionary signatures. DOI:http://dx.doi.org/10.7554/eLife.14409.001 Cells package their DNA into structures called chromosomes. Sometimes when a cell divides, it fails to allocate the right number of chromosomes to each new cell and so they end up with too many or too few chromosomes. The extra copies of the genes on an additional chromosome can be harmful to the cells, because the levels of the proteins encoded by those genes may rise abnormally. Some organisms counteract the harmful effect of having additional chromosomes through a process called dosage compensation. Proteins are produced using genetic information via two steps: first a gene’s DNA sequence is copied into a molecule of RNA, which is then translated into a protein. Dosage compensation can inactivate single genes or whole chromosomes via various means to ensure that the levels of RNA expressed remain normal, even in the presence of extra genes. In 2015, researchers from the University of Wisconsin-Madison reported that dosage compensation occurs in wild strains of budding yeast and effectively protects against the harmful effects of having extra chromosomes. However, these findings conflicted with earlier studies of laboratory strains of this yeast, and earlier in 2016, other researchers re-analysed the previous study’s data and challenged its findings. Now, Gasch et al. – who conducted the work reported in 2015 – provide additional controls and computational experiments that support their original analysis. The latest analysis confirmed that the genes identified in the first study are indeed commonly duplicated in wild yeast populations, yet the expression of these genes remains controlled. This is consistent with a model of dosage compensation, for at least some of duplicated genes. Gasch et al. believe that part of the difference in interpretation of the data relates to perspective. The challenging researchers tested to see if there was a mechanism of dosage compensation that acted across entire chromosomes, which is known to occur in the case of sex chromosomes in mammals. Gasch et al. on the other hand took a different approach and looked to identify effects at the level of individual genes. Together, the analyses show that, while there is no evidence for a widespread mechanism, the expression of a select set of genes in wild yeast is consistent with gene-specific dosage compensation. Future work will now undoubtedly test the mechanisms behind the gene-specific effects, and explore why wild yeast strains are more tolerant to extra chromosomes than laboratory strains. DOI:http://dx.doi.org/10.7554/eLife.14409.002
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Affiliation(s)
- Audrey P Gasch
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, United States.,Genome Center of Wisconsin, University of Wisconsin-Madison, Madison, United States
| | - James Hose
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, United States
| | - Michael A Newton
- Genome Center of Wisconsin, University of Wisconsin-Madison, Madison, United States.,Department of Statistics, University of Wisconsin-Madison, Madison, United States
| | - Maria Sardi
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, United States
| | - Mun Yong
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, United States
| | - Zhishi Wang
- Department of Statistics, University of Wisconsin-Madison, Madison, United States
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5
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Liu L, Zhang Y, Liu Z, Petranovic D, Nielsen J. Improving heterologous protein secretion at aerobic conditions by activating hypoxia-induced genes inSaccharomyces cerevisiae. FEMS Yeast Res 2015. [DOI: 10.1093/femsyr/fov070] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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6
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Caetano SM, Menezes R, Amaral C, Rodrigues-Pousada C, Pimentel C. Repression of the Low Affinity Iron Transporter Gene FET4: A NOVEL MECHANISM AGAINST CADMIUM TOXICITY ORCHESTRATED BY YAP1 VIA ROX1. J Biol Chem 2015; 290:18584-95. [PMID: 26063801 DOI: 10.1074/jbc.m114.600742] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2014] [Indexed: 11/06/2022] Open
Abstract
Cadmium is a well known mutagenic metal that can enter cells via nonspecific metal transporters, causing several cellular damages and eventually leading to death. In the yeast Saccharomyces cerevisiae, the transcription factor Yap1 plays a key role in the regulation of several genes involved in metal stress response. We have previously shown that Yap1 represses the expression of FET4, a gene encoding a low affinity iron transporter able to transport metals other than iron. Here, we have studied the relevance of this repression in cell tolerance to cadmium. Our results indicate that genomic deletion of Yap1 increases FET4 transcript and protein levels. In addition, the cadmium toxicity exhibited by this strain is completely reversed by co-deletion of FET4 gene. These data correlate well with the increased intracellular levels of cadmium observed in the mutant yap1. Rox1, a well known aerobic repressor of hypoxic genes, conveys the Yap1-mediated repression of FET4. We further show that, in a scenario where the activity of Yap1 or Rox1 is compromised, cells activate post-transcriptional mechanisms, involving the exoribonuclease Xrn1, to compensate the derepression of FET4. Our data thus reveal a novel protection mechanism against cadmium toxicity mediated by Yap1 that relies on the aerobic repression of FET4 and results in the impairment of cadmium uptake.
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Affiliation(s)
- Soraia M Caetano
- From the Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa and
| | - Regina Menezes
- From the Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa and the Instituto de Biologia Experimental e Tecnológica, 2781-901 Oeiras, Portugal
| | - Catarina Amaral
- From the Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa and
| | | | - Catarina Pimentel
- From the Instituto de Tecnologia Química e Biológica António Xavier, Universidade Nova de Lisboa and
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7
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Bourens M, Fontanesi F, Soto IC, Liu J, Barrientos A. Redox and reactive oxygen species regulation of mitochondrial cytochrome C oxidase biogenesis. Antioxid Redox Signal 2013; 19:1940-52. [PMID: 22937827 PMCID: PMC3852343 DOI: 10.1089/ars.2012.4847] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
SIGNIFICANCE Cytochrome c oxidase (COX), the last enzyme of the mitochondrial respiratory chain, is the major oxygen consumer enzyme in the cell. COX biogenesis involves several redox-regulated steps. The process is highly regulated to prevent the formation of pro-oxidant intermediates. RECENT ADVANCES Regulation of COX assembly involves several reactive oxygen species and redox-regulated steps. These include: (i) Intricate redox-controlled machineries coordinate the expression of COX isoenzymes depending on the environmental oxygen concentration. (ii) COX is a heme A-copper metalloenzyme. COX copper metallation involves the copper chaperone Cox17 and several other recently described cysteine-rich proteins, which are oxidatively folded in the mitochondrial intermembrane space. Copper transfer to COX subunits 1 and 2 requires concomitant transfer of redox power. (iii) To avoid the accumulation of reactive assembly intermediates, COX is regulated at the translational level to minimize synthesis of the heme A-containing Cox1 subunit when assembly is impaired. CRITICAL ISSUES An increasing number of regulatory pathways converge to facilitate efficient COX assembly, thus preventing oxidative stress. FUTURE DIRECTIONS Here we will review on the redox-regulated COX biogenesis steps and will discuss their physiological relevance. Forthcoming insights into the precise regulation of mitochondrial COX biogenesis in normal and stress conditions will likely open future perspectives for understanding mitochondrial redox regulation and prevention of oxidative stress.
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Affiliation(s)
- Myriam Bourens
- 1 Department of Neurology, University of Miami Miller School of Medicine , Miami, Florida
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8
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Rodríguez Torres AM, Lamas Maceiras M, Rodríguez Belmonte E, Núñez Naveira L, Blanco Calvo M, Cerdán ME. KlRox1p contributes to yeast resistance to metals and is necessary for KlYCF1 expression in the presence of cadmium. Gene 2012; 497:27-37. [DOI: 10.1016/j.gene.2012.01.050] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2012] [Accepted: 01/21/2012] [Indexed: 11/29/2022]
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9
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Denby CM, Im JH, Yu RC, Pesce CG, Brem RB. Negative feedback confers mutational robustness in yeast transcription factor regulation. Proc Natl Acad Sci U S A 2012; 109:3874-8. [PMID: 22355134 PMCID: PMC3309721 DOI: 10.1073/pnas.1116360109] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Organismal fitness depends on the ability of gene networks to function robustly in the face of environmental and genetic perturbations. Understanding the mechanisms of this stability is one of the key aims of modern systems biology. Dissecting the basis of robustness to mutation has proven a particular challenge, with most experimental models relying on artificial DNA sequence variants engineered in the laboratory. In this work, we hypothesized that negative regulatory feedback could stabilize gene expression against the disruptions that arise from natural genetic variation. We screened yeast transcription factors for feedback and used the results to establish ROX1 (Repressor of hypOXia) as a model system for the study of feedback in circuit behaviors and its impact across genetically heterogeneous populations. Mutagenesis experiments revealed the mechanism of Rox1 as a direct transcriptional repressor at its own gene, enabling a regulatory program of rapid induction during environmental change that reached a plateau of moderate steady-state expression. Additionally, in a given environmental condition, Rox1 levels varied widely across genetically distinct strains; the ROX1 feedback loop regulated this variation, in that the range of expression levels across genetic backgrounds showed greater spread in ROX1 feedback mutants than among strains with the ROX1 feedback loop intact. Our findings indicate that the ROX1 feedback circuit is tuned to respond to perturbations arising from natural genetic variation in addition to its role in induction behavior. We suggest that regulatory feedback may be an important element of the network architectures that confer mutational robustness across biology.
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Affiliation(s)
- Charles M. Denby
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720-3220; and
| | - Joo Hyun Im
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720-3220; and
| | | | | | - Rachel B. Brem
- Department of Molecular and Cell Biology, University of California, Berkeley, CA 94720-3220; and
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Elías-Villalobos A, Fernández-Álvarez A, Ibeas JI. The general transcriptional repressor Tup1 is required for dimorphism and virulence in a fungal plant pathogen. PLoS Pathog 2011; 7:e1002235. [PMID: 21909277 PMCID: PMC3164652 DOI: 10.1371/journal.ppat.1002235] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2011] [Accepted: 07/08/2011] [Indexed: 01/22/2023] Open
Abstract
A critical step in the life cycle of many fungal pathogens is the transition between yeast-like growth and the formation of filamentous structures, a process known as dimorphism. This morphological shift, typically triggered by multiple environmental signals, is tightly controlled by complex genetic pathways to ensure successful pathogenic development. In animal pathogenic fungi, one of the best known regulators of dimorphism is the general transcriptional repressor, Tup1. However, the role of Tup1 in fungal dimorphism is completely unknown in plant pathogens. Here we show that Tup1 plays a key role in orchestrating the yeast to hypha transition in the maize pathogen Ustilago maydis. Deletion of the tup1 gene causes a drastic reduction in the mating and filamentation capacity of the fungus, in turn leading to a reduced virulence phenotype. In U. maydis, these processes are controlled by the a and b mating-type loci, whose expression depends on the Prf1 transcription factor. Interestingly, Δtup1 strains show a critical reduction in the expression of prf1 and that of Prf1 target genes at both loci. Moreover, we observed that Tup1 appears to regulate Prf1 activity by controlling the expression of the prf1 transcriptional activators, rop1 and hap2. Additionally, we describe a putative novel prf1 repressor, named Pac2, which seems to be an important target of Tup1 in the control of dimorphism and virulence. Furthermore, we show that Tup1 is required for full pathogenic development since tup1 deletion mutants are unable to complete the sexual cycle. Our findings establish Tup1 as a key factor coordinating dimorphism in the phytopathogen U. maydis and support a conserved role for Tup1 in the control of hypha-specific genes among animal and plant fungal pathogens. Fungal plant pathogens cause serious damage to crops with huge social and economic consequences. To cause disease, many such fungi need to change their morphology between a yeast-like, unicellular form and a filamentous state. This change, known as dimorphism, is tightly controlled by complex genetic pathways to ensure successful pathogenic development. In animal pathogens, one of the most important genes controlling dimorphism is Tup1. In plant pathogens, however, the role for this gene is completely unknown. In this work, we describe the role of Tup1 in the dimorphism and virulence of Ustilago maydis, the plant fungal pathogen that causes maize smut disease. We show that mutant U. maydis cells lacking Tup1 are unable to properly change between yeast-like and filamentous forms, thus compromising its virulence. We look at the underlying genetic pathways, and find that Tup1 regulates key genes known to regulate dimorphism. We also show that Tup1 is essential for the production of mature fungal spores, which normally allow the fungus to disperse and infect new plants. Our results show that Tup1 is a key element in the control of both infectious and dispersible fungal forms and supports an evolutionary-conserved role for this gene in the regulation of dimorphism among animal and plant pathogenic fungi.
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Affiliation(s)
- Alberto Elías-Villalobos
- Centro Andaluz de Biología del Desarrollo, Universidad Pablo de Olavide-Consejo Superior de Investigaciones Científicas, Sevilla, Spain
| | - Alfonso Fernández-Álvarez
- Centro Andaluz de Biología del Desarrollo, Universidad Pablo de Olavide-Consejo Superior de Investigaciones Científicas, Sevilla, Spain
| | - José I. Ibeas
- Centro Andaluz de Biología del Desarrollo, Universidad Pablo de Olavide-Consejo Superior de Investigaciones Científicas, Sevilla, Spain
- * E-mail:
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11
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Grahl N, Cramer RA. Regulation of hypoxia adaptation: an overlooked virulence attribute of pathogenic fungi? Med Mycol 2010; 48:1-15. [PMID: 19462332 DOI: 10.3109/13693780902947342] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Over the past two decades, the incidence of fungal infections has dramatically increased. This is primarily due to increases in the population of immunocompromised individuals attributed to the HIV/AIDS pandemic and immunosuppression therapies associated with organ transplantation, cancer, and other diseases where new immunomodulatory therapies are utilized. Significant advances have been made in understanding how fungi cause disease, but clearly much remains to be learned about the pathophysiology of these often lethal infections. Fungal pathogens face numerous environmental challenges as they colonize and infect mammalian hosts. Regardless of a pathogen's complexity, its ability to adapt to environmental changes is critical for its survival and ability to cause disease. For example, at sites of fungal infections, the significant influx of immune effector cells and the necrosis of tissue by the invading pathogen generate hypoxic microenvironments to which both the pathogen and host cells must adapt in order to survive. However, our current knowledge of how pathogenic fungi adapt to and survive in hypoxic conditions during fungal pathogenesis is limited. Recent studies have begun to observe that the ability to adapt to various levels of hypoxia is an important component of the virulence arsenal of pathogenic fungi. In this review, we focus on known oxygen sensing mechanisms that non-pathogenic and pathogenic fungi utilize to adapt to hypoxic microenvironments and their possible relation to fungal virulence.
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Affiliation(s)
- Nora Grahl
- Department of Veterinary Molecular Biology, Montana State University, Bozeman, Montana, USA
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12
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Wang J. The effect of prior assumptions over the weights in BayesPI with application to study protein-DNA interactions from ChIP-based high-throughput data. BMC Bioinformatics 2010; 11:412. [PMID: 20684785 PMCID: PMC2921412 DOI: 10.1186/1471-2105-11-412] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2009] [Accepted: 08/04/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND To further understand the implementation of hyperparameters re-estimation technique in Bayesian hierarchical model, we added two more prior assumptions over the weight in BayesPI, namely Laplace prior and Cauchy prior, by using the evidence approximation method. In addition, we divided hyperparameter (regularization constants alpha of the model) into multiple distinct classes based on either the structure of the neural networks or the property of the weights. RESULTS The newly implemented BayesPI was tested on both synthetic and real ChIP-based high-throughput datasets to identify the corresponding protein binding energy matrices. The results obtained were encouraging: 1) there was a minor effect on the quality of predictions when prior assumptions over the weights were altered (e.g. the prior probability distributions to the weights and the number of classes to the hyperparameters) in BayesPI; 2) however, there was a significant impact on the computational speed when tuning the weight prior in the model: for example, BayesPI with a Laplace weight prior achieved the best performance with regard to both the computational speed and the prediction accuracy. CONCLUSIONS From this study, we learned that it is absolutely necessary to try different prior assumptions over the weights in Bayesian hierarchical model to design an efficient learning algorithm, though the quality of the final results may not be associated with such changes. In future, the evidence approximation method can be an alternative to Monte Carlo methods for computational implementation of Bayesian hierarchical model.
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Affiliation(s)
- Junbai Wang
- Department of Pathology, The Norwegian Radium Hospital, Oslo University Hospital, Montebello 0310 Oslo, Norway.
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Snoek ISI, Tai SL, Pronk JT, Yde Steensma H, Daran JM. Involvement of Snf7p and Rim101p in the transcriptional regulation of TIR1 and other anaerobically upregulated genes in Saccharomyces cerevisiae. FEMS Yeast Res 2010; 10:367-84. [PMID: 20402793 DOI: 10.1111/j.1567-1364.2010.00622.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Abstract
Despite the scientific and applied interest in the anaerobic metabolism of Saccharomyces cerevisiae, not all genes whose transcription is upregulated under anaerobic conditions have yet been linked to known transcription factors. Experiments with a reporter construct in which the promoter of the anaerobically upregulated TIR1 gene was fused to lacZ revealed a loss of anaerobic upregulation in an snf7Delta mutant. Anaerobic upregulation was restored by expression of a truncated allele of RIM101 that encodes for a constitutively active Rim101p. Analysis of lacZ expression in several deletion mutants confirmed that the effect of Snf7p on anaerobic upregulation of TIR1 involved Rim101p. Further studies with deletion mutants in NRG1, NRG2 and SMP1, which were previously shown to be regulated by Rim101p, could not totally elucidate the TIR1 regulation, suggesting the involvement of a more complex regulation network. However, the aerobic repression mechanism of TIR1 involved the general repressor Ssn6p-Tup1p. Transcriptome analysis in anaerobic chemostat cultures revealed that 26 additional genes exhibited an Snf7p/Rim101p-dependent anaerobic upregulation, among which, besides TIR1, are four other anaerobic genes SML1, MUC1, AAC3 and YBR300C. These results provide new evidence on the implication of the Rim101p cascade in the transcriptional regulation of anaerobic metabolism in S. cerevisiae.
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Affiliation(s)
- Ishtar S I Snoek
- Institute of Biology Leiden, Leiden University, Leiden, The Netherlands
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14
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Castro-Prego R, Lamas-Maceiras M, Soengas P, Fernández-Leiro R, Carneiro I, Becerra M, González-Siso MI, Cerdán ME. Ixr1p regulates oxygen-dependent HEM13 transcription. FEMS Yeast Res 2010; 10:309-21. [DOI: 10.1111/j.1567-1364.2010.00616.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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15
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Mechanism of de novo branched-chain amino acid synthesis as an alternative electron sink in hypoxic Aspergillus nidulans cells. Appl Environ Microbiol 2010; 76:1507-15. [PMID: 20081005 DOI: 10.1128/aem.02135-09] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Although branched-chain amino acids are synthesized as building blocks of proteins, we found that the fungus Aspergillus nidulans excretes them into the culture medium under hypoxia. The transcription of predicted genes for synthesizing branched-chain amino acids was upregulated by hypoxia. A knockout strain of the gene encoding the large subunit of acetohydroxy acid synthase (AHAS), which catalyzes the initial reaction of the synthesis, required branched-chain amino acids for growth and excreted very little of them. Pyruvate, a substrate for AHAS, increased the amount of hypoxic excretion in the wild-type strain. These results indicated that the fungus responds to hypoxia by synthesizing branched-chain amino acids via a de novo mechanism. We also found that the small subunit of AHAS regulated hypoxic branched-chain amino acid production as well as cellular AHAS activity. The AHAS knockout resulted in higher ratios of NADH/NAD(+) and NADPH/NADP(+) under hypoxia, indicating that the branched-chain amino acid synthesis contributed to NAD(+) and NADP(+) regeneration. The production of branched-chain amino acids and the hypoxic induction of involved genes were partly repressed in the presence of glucose, where cells produced ethanol and lactate and increased levels of lactate dehydrogenase activity. These indicated that hypoxic branched-chain amino acid synthesis is a unique alternative mechanism that functions in the absence of glucose-to-ethanol/lactate fermentation and oxygen respiration.
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16
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Regulatory factors controlling transcription of Saccharomyces cerevisiae IXR1 by oxygen levels: a model of transcriptional adaptation from aerobiosis to hypoxia implicating ROX1 and IXR1 cross-regulation. Biochem J 2009; 425:235-43. [PMID: 19807692 DOI: 10.1042/bj20091500] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Ixr1p from Saccharomyces cerevisiae has been previously studied because it binds to DNA containing intrastrand cross-links formed by the anticancer drug cisplatin. Ixr1p is also a transcriptional regulator of anaerobic/hypoxic genes, such as SRP1/TIR1, which encodes a stress-response cell wall manoprotein, and COX5B, which encodes the Vb subunit of the mitochondrial complex cytochrome c oxidase. However, factors controlling IXR1 expression remained unexplored. In the present study we show that IXR1 mRNA levels are controlled by oxygen availability and increase during hypoxia. In aerobiosis, low levels of IXR1 expression are maintained by Rox1p repression through the general co-repressor complex Tup1-Ssn6. Ixr1p itself is necessary for full IXR1 expression under hypoxic conditions. Deletion analyses have identified the region in the IXR1 promoter responsible for this positive auto-control (nucleotides -557 to -376). EMSA (electrophoretic mobility-shift assay) and ChIP (chromatin immunoprecipitation) assays show that Ixr1p binds to the IXR1 promoter both in vitro and in vivo. Ixr1p is also required for hypoxic repression of ROX1 and binds to its promoter. UPC2 deletion has opposite effects on IXR1 and ROX1 transcription during hypoxia. Ixr1p is also necessary for resistance to oxidative stress generated by H2O2. IXR1 expression is moderately activated by H2O2 and this induction is Yap1p-dependent. A model of IXR1 regulation as a relay for sensing different signals related to change in oxygen availability is proposed. In this model, transcriptional adaptation from aerobiosis to hypoxia depends on ROX1 and IXR1 cross-regulation.
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Wang J, Morigen. BayesPI - a new model to study protein-DNA interactions: a case study of condition-specific protein binding parameters for Yeast transcription factors. BMC Bioinformatics 2009; 10:345. [PMID: 19857274 PMCID: PMC2771022 DOI: 10.1186/1471-2105-10-345] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2009] [Accepted: 10/20/2009] [Indexed: 11/26/2022] Open
Abstract
Background We have incorporated Bayesian model regularization with biophysical modeling of protein-DNA interactions, and of genome-wide nucleosome positioning to study protein-DNA interactions, using a high-throughput dataset. The newly developed method (BayesPI) includes the estimation of a transcription factor (TF) binding energy matrices, the computation of binding affinity of a TF target site and the corresponding chemical potential. Results The method was successfully tested on synthetic ChIP-chip datasets, real yeast ChIP-chip experiments. Subsequently, it was used to estimate condition-specific and species-specific protein-DNA interaction for several yeast TFs. Conclusion The results revealed that the modification of the protein binding parameters and the variation of the individual nucleotide affinity in either recognition or flanking sequences occurred under different stresses and in different species. The findings suggest that such modifications may be adaptive and play roles in the formation of the environment-specific binding patterns of yeast TFs and in the divergence of TF binding sites across the related yeast species.
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Affiliation(s)
- Junbai Wang
- Division of Pathology, The Norwegian Radium Hospital, Rikshospitalet University Hospital, Montebello 0310 Oslo, Norway.
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18
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Barrientos A, Gouget K, Horn D, Soto IC, Fontanesi F. Suppression mechanisms of COX assembly defects in yeast and human: insights into the COX assembly process. BIOCHIMICA ET BIOPHYSICA ACTA 2009; 1793:97-107. [PMID: 18522805 PMCID: PMC2644423 DOI: 10.1016/j.bbamcr.2008.05.003] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/11/2008] [Revised: 04/29/2008] [Accepted: 05/05/2008] [Indexed: 12/11/2022]
Abstract
Eukaryotic cytochrome c oxidase (COX) is the terminal enzyme of the mitochondrial respiratory chain. COX is a multimeric enzyme formed by subunits of dual genetic origin whose assembly is intricate and highly regulated. In addition to the structural subunits, a large number of accessory factors are required to build the holoenzyme. The function of these factors is required in all stages of the assembly process. They are relevant to human health because devastating human disorders have been associated with mutations in nuclear genes encoding conserved COX assembly factors. The study of yeast strains and human cell lines from patients carrying mutations in structural subunits and COX assembly factors has been invaluable to attain the current state of knowledge, even if still fragmentary, of the COX assembly process. After the identification of the genes involved, the isolation and characterization of genetic and metabolic suppressors of COX assembly defects, reviewed here, have become a profitable strategy to gain insight into their functions and the pathways in which they operate. Additionally, they have the potential to provide useful information for devising therapeutic approaches to combat human disorders associated with COX deficiency.
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Affiliation(s)
- Antoni Barrientos
- Department of Neurology, University of Miami Miller School of Medicine, Miami, FL 33136, USA.
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19
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Cheng C, Yan X, Sun F, Li LM. Inferring activity changes of transcription factors by binding association with sorted expression profiles. BMC Bioinformatics 2007; 8:452. [PMID: 18021409 PMCID: PMC2194743 DOI: 10.1186/1471-2105-8-452] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2007] [Accepted: 11/16/2007] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND The identification of transcription factors (TFs) associated with a biological process is fundamental to understanding its regulatory mechanisms. From microarray data, however, the activity changes of TFs often cannot be directly observed due to their relatively low expression levels, post-transcriptional modifications, and other complications. Several approaches have been proposed to infer TF activity changes from microarray data. In some models, a linear relationship between gene expression and TF-gene binding strength is assumed. In some other models, the target genes of a TF are first determined by a significance cutoff to binding affinity scores, and then expression differentiation is checked between the target and other genes. RESULTS We propose a novel method, referred to as BASE (binding association with sorted expression), to infer TF activity changes from microarray expression profiles with the help of binding affinity data. It searches the maximum association between bind affinity profile of a TF and expression change profile along the direction of sorted differentiation. The method does not make hard target gene selection, rather, the significances of TF activity changes are evaluated by permutation tests of binding association at the end. To show the effectiveness of this method, we apply it to three typical examples using different kinds of binding affinity data, namely, ChIP-chip data, motif discovery data, and positional weighted matrix scanning data, respectively. The implications obtained from all three examples are consistent with established biological results. Moreover, the inferences suggest new and biological meaningful hypotheses for further investigation. CONCLUSION The proposed method makes transcription inference from profiles of expression and binding affinity. The same machinery can be used to deal with various kinds of binding affinity data. The method does not require a linear assumption, and has the desirable property of scale-invariance with respect to TF-specific binding affinity. This method is easy to implement and can be routinely applied for transcriptional inferences in microarray studies.
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Affiliation(s)
- Chao Cheng
- Molecular and Computational Biology Program, Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089-2910, USA.
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20
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Hickman MJ, Winston F. Heme levels switch the function of Hap1 of Saccharomyces cerevisiae between transcriptional activator and transcriptional repressor. Mol Cell Biol 2007; 27:7414-24. [PMID: 17785431 PMCID: PMC2169065 DOI: 10.1128/mcb.00887-07] [Citation(s) in RCA: 106] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2007] [Revised: 06/25/2007] [Accepted: 08/27/2007] [Indexed: 12/17/2022] Open
Abstract
Changes in oxygen levels cause widespread changes in gene expression in organisms ranging from bacteria to humans. In Saccharomyces cerevisiae, this response is mediated in part by Hap1, originally identified as a heme-dependent transcriptional activator that functions during aerobic growth. We show here that Hap1 also plays a significant and direct role under hypoxic conditions, not as an activator, but as a repressor. The repressive activity of Hap1 controls several genes, including three ERG genes required for ergosterol biosynthesis. Chromatin immunoprecipitation experiments showed that Hap1 binds to the ERG gene promoters, while additional experiments showed that the corepressor Tup1/Ssn6 is recruited by Hap1 and is also required for repression. Furthermore, mutational analysis demonstrated that conserved Hap1 binding sites in the ERG5 5' regulatory region are required for repression. The switch of Hap1 from acting as a hypoxic repressor to an aerobic activator is determined by heme, which is synthesized only in the presence of oxygen. The ability of Hap1 to function as a ligand-dependent repressor and activator is a property shared with mammalian nuclear hormone receptors and likely allows greater transcriptional control by Hap1 in response to changing oxygen levels.
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Affiliation(s)
- Mark J Hickman
- Department of Genetics, Harvard Medical School, 77 Avenue Louis Pasteur, Boston, MA 02115, USA
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21
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Camarasa C, Faucet V, Dequin S. Role in anaerobiosis of the isoenzymes for Saccharomyces cerevisiae fumarate reductase encoded by OSM1 and FRDS1. Yeast 2007; 24:391-401. [PMID: 17345583 DOI: 10.1002/yea.1467] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Saccharomyces cerevisiae possesses both a cytoplasmic and a mitochondrial fumarate reductase, encoded by FRDS1 and OSM1, respectively. While previous studies have shown that mutants lacking FRDS1 and OSM1 cannot grow under anaerobiosis (Arikawa et al., 1998), the physiological role of fumarate reductase (FR) remains poorly understood. Here, we report that an osm1 frds1 mutant is unable to grow anaerobically, even with glutamate as a sole nitrogen source, when succinate can be produced by the TCA oxidative branch. We also show that the growth of the mutant is not restored by adding acetoin, an alternative sink for NADH oxidation, but it is at least partly restored by the addition of oxygen or menadione, which can oxidize FADH(2) in addition to NADH. These data indicate that the growth inhibition of the mutant is due to an inability to reoxidize FAD, rather than an indirect effect on NADH or an inability to produce succinate per se. During anaerobic growth, FRDS1 expression was two to eight times higher than that of OSM1, and fumarate reductase activity was higher in the osm1 mutant than in the frds1 mutant. FRDS1 expression was induced by anaerobiosis, and this induction was abolished in a rox1 mutant. We conclude that the formation of succinate is strictly required for the reoxidation of FADH(2) during anaerobiosis, and that it is regulated through the control of FRDS1 expression when oxygen is limiting. Based on these data, we discuss the potential role of fumarate reductase in the regeneration of the FAD-prosthetic group of essential flavoproteins.
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Affiliation(s)
- Carole Camarasa
- UMR1083 Sciences pour l'Oenologie, INRA, 2 Place Viala, F-34060 Montpellier, France.
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22
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Li Y, Su C, Mao X, Cao F, Chen J. Roles of Candida albicans Sfl1 in hyphal development. EUKARYOTIC CELL 2007; 6:2112-21. [PMID: 17715361 PMCID: PMC2168412 DOI: 10.1128/ec.00199-07] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The ability to switch between different morphological forms is an important feature of Candida albicans and is relevant to its pathogenesis. Many conserved positive and negative transcription factors are involved in morphogenetic regulation of the two dimorphic fungi Candida albicans and Saccharomyces cerevisiae. In S. cerevisiae, the transcriptional repressor Sfl1 and the activator Flo8 function antagonistically in invasive and filamentous growth. We have previously reported that Candida albicans Flo8 is a transcription factor essential for hyphal development and virulence in C. albicans. To determine whether a similar negative factor exists in C. albicans, we identified Candida albicans Sfl1 as a functional homolog of the S. cerevisiae sfl1 mutant. Sfl1 is a negative regulator of hyphal development in C. albicans. Deletion of C. albicans SFL1 enhanced filamentous growth and hypha-specific gene expression in several media and at several growth temperatures. Overexpression of the SFL1 led to a significant reduction of filament formation. Both deletion and overexpression of the SFL1 attenuated virulence of C. albicans in a mouse model. Deleting FLO8 in an sfl1/sfl1 mutant completely blocked hyphal development in various growth conditions examined, suggesting that C. albicans Sfl1 may act as a negative regulator of filamentous growth by antagonizing Flo8 functions. We suggest that, similar to the case for S. cerevisiae, a combination of dual control by activation and repression of Flo8 and Sfl1 may contribute to the fine regulatory network in C. albicans morphogenesis responding to different environmental cues.
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Affiliation(s)
- Yandong Li
- State Key Laboratory of Molecular Biology, Institute of Biochemistry and Cell Biology, SIBS, Chinese Academy of Sciences, 320 Yue Yang Road, Shanghai 200031, China
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23
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Ishtar Snoek IS, Yde Steensma H. Factors involved in anaerobic growth ofSaccharomyces cerevisiae. Yeast 2007; 24:1-10. [PMID: 17192845 DOI: 10.1002/yea.1430] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
Life in the absence of molecular oxygen requires several adaptations. Traditionally, the switch from respiratory metabolism to fermentation has attracted much attention in Saccharomyces cerevisiae, as this is the basis for the use of this yeast in the production of alcohol and in baking. It has also been clear that under anaerobic conditions the yeast is not able to synthesize sterols and unsaturated fatty acids and that for anaerobic growth these have to be added to the media. More recently it has been found that many more factors play a role. Several other biosynthetic reactions also require molecular oxygen and the yeast must have alternatives for these. In addition, the composition of the cell wall and cell membrane show major differences when aerobic and anaerobic cells are compared. All these changes are reflected by the observation that the transcription of more than 500 genes changes significantly between aerobically and anaerobically growing cultures. In this review we will give an overview of the factors that play a role in the survival in the absence of molecular oxygen.
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Affiliation(s)
- I S Ishtar Snoek
- Institute of Biology, Leiden University, Leiden, The Netherlands.
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24
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Rautio JJ, Smit BA, Wiebe M, Penttilä M, Saloheimo M. Transcriptional monitoring of steady state and effects of anaerobic phases in chemostat cultures of the filamentous fungus Trichoderma reesei. BMC Genomics 2006; 7:247. [PMID: 17010217 PMCID: PMC1617104 DOI: 10.1186/1471-2164-7-247] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2006] [Accepted: 10/02/2006] [Indexed: 12/03/2022] Open
Abstract
Background Chemostat cultures are commonly used in production of cellular material for systems-wide biological studies. We have used the novel TRAC (transcript analysis with aid of affinity capture) method to study expression stability of approximately 30 process relevant marker genes in chemostat cultures of the filamentous fungus Trichoderma reesei and its transformant expressing laccase from Melanocarpus albomyces. Transcriptional responses caused by transient oxygen deprivations and production of foreign protein were also studied in T. reesei by TRAC. Results In cultures with good steady states, the expression of the marker genes varied less than 20% on average between sequential samples for at least 5 or 6 residence times. However, in a number of T. reesei cultures continuous flow did not result in a good steady state. Perturbations to the steady state were always evident at the transcriptional level, even when they were not measurable as changes in biomass or product concentrations. Both unintentional and intentional perturbations of the steady state demonstrated that a number of genes involved in growth, protein production and secretion are sensitive markers for culture disturbances. Exposure to anaerobic conditions caused strong responses at the level of gene expression, but surprisingly the cultures could regain their previous steady state quickly, even after 3 h O2 depletion. The main effect of producing M. albomyces laccase was down-regulation of the native cellulases compared with the host strain. Conclusion This study demonstrates the usefulness of transcriptional analysis by TRAC in ensuring the quality of chemostat cultures prior to costly and laborious genome-wide analysis. In addition TRAC was shown to be an efficient tool in studying gene expression dynamics in transient conditions.
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Affiliation(s)
- Jari J Rautio
- VTT Technical Research Centre of Finland, Tietotie 2, Espoo, P.O. Box 1000, 02044 VTT-Espoo, Finland
| | - Bart A Smit
- Campina Innovation, Nieuwe Kanaal 7C, 6709 PA, Wageningen, The Netherlands
| | - Marilyn Wiebe
- VTT Technical Research Centre of Finland, Tietotie 2, Espoo, P.O. Box 1000, 02044 VTT-Espoo, Finland
| | - Merja Penttilä
- VTT Technical Research Centre of Finland, Tietotie 2, Espoo, P.O. Box 1000, 02044 VTT-Espoo, Finland
| | - Markku Saloheimo
- VTT Technical Research Centre of Finland, Tietotie 2, Espoo, P.O. Box 1000, 02044 VTT-Espoo, Finland
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25
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Klinkenberg LG, Webb T, Zitomer RS. Synergy among differentially regulated repressors of the ribonucleotide diphosphate reductase genes of Saccharomyces cerevisiae. EUKARYOTIC CELL 2006; 5:1007-17. [PMID: 16835445 PMCID: PMC1489293 DOI: 10.1128/ec.00045-06] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The Ssn6/Tup1 general repression complex represses transcription of a number of regulons through recruitment by regulon-specific DNA-binding repressors. Rox1 and Mot3 are Ssn6/Tup1-recruiting, DNA-binding proteins that repress the hypoxic genes, and Rfx1 is a Ssn6/Tup1-recruiting, a DNA-binding protein that represses the DNA damage-inducible genes. We previously reported that Rox1 and Mot3 functioned synergistically to repress a subset of the hypoxic genes and that this synergy resulted from an indirect interaction through Ssn6. We report here cross-regulation between Rox1 and Mot3 and Rfx1 in the regulation of the RNR genes encoding ribonucleotide diphosphate reductase. Using a set of strains containing single and multiple mutations in the repressor encoding genes and lacZ fusions to the RNR2 to -4 genes, we demonstrated that Rox1 repressed all three genes and that Mot3 repressed RNR3 and RNR4. Each repressor could act synergistically with the others, and synergy required closely spaced sites. Using artificial constructs containing two repressor sites, we confirmed that all three proteins could function synergistically but that two Rox1 sites or two Rfx1 sites could not. The significance of this synergy lies in the ability to repress gene transcription strongly under normal growth conditions, and yet allow robust induction under conditions that inactivate only one of the repressors. Since the interaction between the proteins is indirect, the evolution of dually regulated genes requires only the acquisition of closely spaced repressor sites.
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Affiliation(s)
- Lee G Klinkenberg
- Department of Biological Sciences, University at Albany/SUNY, 1400 Washington Ave., Albany, New York 12222, USA
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26
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MacIsaac KD, Wang T, Gordon DB, Gifford DK, Stormo GD, Fraenkel E. An improved map of conserved regulatory sites for Saccharomyces cerevisiae. BMC Bioinformatics 2006; 7:113. [PMID: 16522208 PMCID: PMC1435934 DOI: 10.1186/1471-2105-7-113] [Citation(s) in RCA: 531] [Impact Index Per Article: 27.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2005] [Accepted: 03/07/2006] [Indexed: 12/02/2022] Open
Abstract
Background The regulatory map of a genome consists of the binding sites for proteins that determine the transcription of nearby genes. An initial regulatory map for S. cerevisiae was recently published using six motif discovery programs to analyze genome-wide chromatin immunoprecipitation data for 203 transcription factors. The programs were used to identify sequence motifs that were likely to correspond to the DNA-binding specificity of the immunoprecipitated proteins. We report improved versions of two conservation-based motif discovery algorithms, PhyloCon and Converge. Using these programs, we create a refined regulatory map for S. cerevisiae by reanalyzing the same chromatin immunoprecipitation data. Results Applying the same conservative criteria that were applied in the original study, we find that PhyloCon and Converge each separately discover more known specificities than the combination of all six programs in the previous study. Combining the results of PhyloCon and Converge, we discover significant sequence motifs for 36 transcription factors that were previously missed. The new set of motifs identifies 636 more regulatory interactions than the previous one. The new network contains 28% more regulatory interactions among transcription factors, evidence of greater cross-talk between regulators. Conclusion Combining two complementary computational strategies for conservation-based motif discovery improves the ability to identify the specificity of transcriptional regulators from genome-wide chromatin immunoprecipitation data. The increased sensitivity of these methods significantly expands the map of yeast regulatory sites without the need to alter any of the thresholds for statistical significance. The new map of regulatory sites reveals a more elaborate and complex view of the yeast genetic regulatory network than was observed previously.
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Affiliation(s)
- Kenzie D MacIsaac
- Whitehead Institute for Biomedical Research, Nine Cambridge Center, Cambridge, MA 02142, USA
- MIT Computer Science and Artificial Intelligence Laboratory, 32 Vassar St., Cambridge, MA 02139, USA
| | - Ting Wang
- Department of Genetics, Washington University Medical School, St. Louis, MO 63110, USA
| | - D Benjamin Gordon
- Whitehead Institute for Biomedical Research, Nine Cambridge Center, Cambridge, MA 02142, USA
- Agilent Technologies, 245 1st Street, Cambridge, MA 02142, USA
| | - David K Gifford
- Whitehead Institute for Biomedical Research, Nine Cambridge Center, Cambridge, MA 02142, USA
- MIT Computer Science and Artificial Intelligence Laboratory, 32 Vassar St., Cambridge, MA 02139, USA
| | - Gary D Stormo
- Department of Genetics, Washington University Medical School, St. Louis, MO 63110, USA
| | - Ernest Fraenkel
- Whitehead Institute for Biomedical Research, Nine Cambridge Center, Cambridge, MA 02142, USA
- MIT Computer Science and Artificial Intelligence Laboratory, 32 Vassar St., Cambridge, MA 02139, USA
- Biological Engineering Division, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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27
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Blanco M, Becerra M, González-Siso MI, Cerdán ME. Functional characterization of KlHEM13, a hypoxic gene of Kluyveromyces lactis. Can J Microbiol 2005; 51:241-9. [PMID: 15920622 DOI: 10.1139/w04-133] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The KlHEM13 gene of Kluyveromyces lactis encoding the coproporphyrinogen oxidase (EC 1.3.3.3), an oxygen-requiring enzyme that catalyzes the sixth step of heme biosynthesis, was cloned and functionally characterized. The coding and upstream regions of KlHEM13 were analyzed and the putative cis regulatory elements were discussed in relation to the mechanisms of regulation of this hypoxic gene in K. lactis.
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Affiliation(s)
- Moisés Blanco
- Departmento de Biología Celular y Molecular, Universidad de A Coruña, F. Ciencias, Spain
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28
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Xing B, van der Laan MJ. A causal inference approach for constructing transcriptional regulatory networks. Bioinformatics 2005; 21:4007-13. [PMID: 16131521 DOI: 10.1093/bioinformatics/bti648] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
MOTIVATION Transcriptional regulatory networks specify the interactions among regulatory genes and between regulatory genes and their target genes. Discovering transcriptional regulatory networks helps us to understand the underlying mechanism of complex cellular processes and responses. METHOD This paper describes a causal inference approach for constructing transcriptional regulatory networks using gene expression data, promoter sequences and information on transcription factor (TF) binding sites. The method first identifies active TFs in each individual experiment using a feature selection approach. TFs are viewed as "treatments" and gene expression levels as "responses". For every TF and gene pair, a marginal structural model is built to estimate the causal effect of the TF on the expression level of the gene. The model parameters can be estimated using the G-computation procedure or the IPTW estimator. The P-value associated with the causal parameter in each of these models is used to measure how strongly a TF regulates a gene. These results are further used to infer the overall regulatory network structures. RESULTS Our analysis of yeast data suggests that the method is capable of identifying significant transcriptional regulatory interactions and the corresponding regulatory networks. AVAILABILITY The software is under development.
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Affiliation(s)
- Biao Xing
- Genentech Inc. 1 DNA Way, South San Francisco, CA 94080, USA.
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29
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Xing B, van der Laan MJ. A statistical method for constructing transcriptional regulatory networks using gene expression and sequence data. J Comput Biol 2005; 12:229-46. [PMID: 15767778 DOI: 10.1089/cmb.2005.12.229] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Transcriptional regulation is one of the most important means of gene regulation. Uncovering transcriptional regulatory networks helps us to understand the complex cellular process. In this paper, we describe a statistical approach for constructing transcriptional regulatory networks using data of gene expression, promoter sequence, and transcription factor binding sites. Our simulation studies show that the overall and false positive error rates in the estimated transcriptional regulatory networks are expected to be small if the systematic noise in the constructed feature matrix is small. Our analysis based on 658 microarray experiments on yeast gene expression programs and 46 transcription factors suggests that the method is capable of identifying significant transcriptional regulatory interactions and uncovering the corresponding regulatory network structures.
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Affiliation(s)
- Biao Xing
- Division of Biostatistics, School of Public Health, University of California, Berkeley, CA 94720, USA.
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30
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Klinkenberg LG, Mennella TA, Luetkenhaus K, Zitomer RS. Combinatorial repression of the hypoxic genes of Saccharomyces cerevisiae by DNA binding proteins Rox1 and Mot3. EUKARYOTIC CELL 2005; 4:649-60. [PMID: 15821125 PMCID: PMC1087805 DOI: 10.1128/ec.4.4.649-660.2005] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/06/2005] [Accepted: 02/04/2005] [Indexed: 11/20/2022]
Abstract
The hypoxic genes of Saccharomyces cerevisiae are transcriptionally repressed during aerobic growth through recruitment of the Ssn6/Tup1 general repression complex by the DNA binding protein Rox1. A second DNA binding protein Mot3 enhances repression of some hypoxic genes. Previous studies characterized the role of Mot3 at the hypoxic ANB1 gene as promoting synergy among one Mot3 site and two Rox1 sites comprising operator A of that gene. Here we studied the role of Mot3 in enhancing repression by Rox1 at another hypoxic gene, HEM13, which is less strongly regulated than ANB1 and has a very different arrangement of Rox1 and Mot3 binding sites. By assessing the effects of deleting Rox1 and Mot3 sites individually and in combination, we found that the major repression of HEM13 occurred through three Mot3 sites closely spaced with a single Rox1 site. While the Mot3 sites functioned additively, they enhanced repression by the single Rox1 site, and the presence of Rox1 enhanced the additive effects of the Mot3 sites. In addition, using a Rox1-Ssn6 fusion protein, we demonstrated that Mot3 enhances Rox1 repression through helping recruit the Ssn6/Tup1 complex. Chromatin immunoprecipitation assays indicated that Rox1 stabilized Mot3 binding to DNA. Integrating these results, we were able to devise a set of rules that govern the combinatorial interactions between Rox1 and Mot3 to achieve differential repression.
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Affiliation(s)
- Lee G Klinkenberg
- Department of Biological Sciences, University at Albany--State University of New York, Albany, New York 12222, USA
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31
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Hon T, Lee HC, Hu Z, Iyer VR, Zhang L. The heme activator protein Hap1 represses transcription by a heme-independent mechanism in Saccharomyces cerevisiae. Genetics 2005; 169:1343-52. [PMID: 15654089 PMCID: PMC1449556 DOI: 10.1534/genetics.104.037143] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The yeast heme activator protein Hap1 binds to DNA and activates transcription of genes encoding functions required for respiration and for controlling oxidative damage, in response to heme. Hap1 contains a DNA-binding domain with a C6 zinc cluster motif, a coiled-coil dimerization element, typical of the members of the yeast Gal4 family, and an acidic activation domain. The regulation of Hap1 transcription-activating activity is controlled by two classes of Hap1 elements, repression modules (RPM1-3) and heme-responsive motifs (HRM1-7). Previous indirect evidence indicates that Hap1 may repress transcription directly. Here we show, by promoter analysis, by chromatin immunoprecipitation, and by electrophoretic mobility shift assay, that Hap1 binds directly to DNA and represses transcription of its own gene by at least 20-fold. We found that Hap1 repression of the HAP1 gene occurs independently of heme concentrations. While DNA binding is required for transcriptional repression by Hap1, deletion of Hap1 activation domain and heme-regulatory elements has varying effects on repression. Further, we found that repression by Hap1 requires the function of Hsp70 (Ssa), but not Hsp90. These results show that Hap1 binds to its own promoter and represses transcription in a heme-independent but Hsp70-dependent manner.
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Affiliation(s)
- Thomas Hon
- Department of Environmental Health Sciences, Columbia University, Mailman School of Public Health, New York, New York 10032, USA.
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Alimardani P, RéGNACQ M, Moreau-Vauzelle C, Ferreira T, Rossignol T, Blondin B, BERGèS T. SUT1-promoted sterol uptake involves the ABC transporter Aus1 and the mannoprotein Dan1 whose synergistic action is sufficient for this process. Biochem J 2004; 381:195-202. [PMID: 15035656 PMCID: PMC1133777 DOI: 10.1042/bj20040297] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2004] [Revised: 03/17/2004] [Accepted: 03/22/2004] [Indexed: 11/17/2022]
Abstract
Efficient sterol influx in the yeast Saccharomyces cerevisiae is restricted to anaerobiosis or to haem deficiency resulting from mutations. Constitutive expression of SUT1, an hypoxic gene encoding a transcriptional regulator, induces sterol uptake in aerobiosis. A genome-wide approach using DNA microarray was used to identify the mediators of SUT1 effects on aerobic sterol uptake. A total of 121 ORFs (open reading frames) were significantly and differentially expressed after SUT1 overexpression, 61 down-regulated and 60 up-regulated. Among these genes, the role of the putative ABC transporter (ATP-binding-cassette transporter) Aus1, and of the cell-wall mannoprotein Dan1, was characterized better. These two genes play an essential role in aerobic sterol uptake, since their deletion compromised the SUT1 effects, but individual overexpression of either of these genes in a wild-type background was not sufficient for this process. However, constitutive co-expression of AUS1 and DAN1 in a wild-type background resulted in sterol influx in aerobiosis. These results suggest that the corresponding proteins may act synergistically in vivo to promote sterol uptake.
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Affiliation(s)
- Parissa Alimardani
- *Laboratoire de Génétique de la Levure, CNRS-UMR 6161, Université de Poitiers, 40 avenue du Recteur Pineau, 86022 Poitiers Cedex, France
| | - Matthieu RéGNACQ
- *Laboratoire de Génétique de la Levure, CNRS-UMR 6161, Université de Poitiers, 40 avenue du Recteur Pineau, 86022 Poitiers Cedex, France
| | - Carole Moreau-Vauzelle
- *Laboratoire de Génétique de la Levure, CNRS-UMR 6161, Université de Poitiers, 40 avenue du Recteur Pineau, 86022 Poitiers Cedex, France
| | - Thierry Ferreira
- *Laboratoire de Génétique de la Levure, CNRS-UMR 6161, Université de Poitiers, 40 avenue du Recteur Pineau, 86022 Poitiers Cedex, France
| | - Tristan Rossignol
- †Laboratoire de Microbiologie et Technologie des Fermentations, UMR Sciences Pour l'œnologie-Institut National de la Recherche Agronomique, 2 Place Viala, 34060 Montpellier Cedex 2, France
| | - Bruno Blondin
- †Laboratoire de Microbiologie et Technologie des Fermentations, UMR Sciences Pour l'œnologie-Institut National de la Recherche Agronomique, 2 Place Viala, 34060 Montpellier Cedex 2, France
| | - Thierry BERGèS
- *Laboratoire de Génétique de la Levure, CNRS-UMR 6161, Université de Poitiers, 40 avenue du Recteur Pineau, 86022 Poitiers Cedex, France
- To whom correspondence should be addressed (e-mail )
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Mennella TA, Klinkenberg LG, Zitomer RS. Recruitment of Tup1-Ssn6 by yeast hypoxic genes and chromatin-independent exclusion of TATA binding protein. EUKARYOTIC CELL 2004; 2:1288-303. [PMID: 14665463 PMCID: PMC326644 DOI: 10.1128/ec.2.6.1288-1303.2003] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The Tup1-Ssn6 general repression complex in Saccharomyces cerevisiae represses a wide variety of regulons. Regulon-specific DNA binding proteins recruit the repression complex, and their synthesis, activity, or localization controls the conditions for repression. Rox1 is the hypoxic regulon-specific protein, and a second DNA binding protein, Mot3, augments repression at tightly controlled genes. We addressed the requirements for Tup1-Ssn6 recruitment to two hypoxic genes, ANB1 and HEM13, by using chromatin immunoprecipitation assays. Either Rox1 or Mot3 could recruit Ssn6, but Tup1 recruitment required Ssn6 and Rox1. We also monitored events during derepression. Rox1 and Mot3 dissociated from DNA quickly, accounting for the rapid accumulation of ANB1 and HEM13 RNAs, suggesting a simple explanation for induction. However, Tup1 remained associated with these genes, suggesting that the localization of Tup1-Ssn6 is not the sole determinant of repression. We could not reproduce the observation that deletion of the Tup1-Ssn6-interacting protein Cti6 was required for induction. Finally, Tup1 is capable of repression through a chromatin-dependent mechanism, the positioning of a nucleosome over the TATA box, or a chromatin-independent mechanism. We found that the rate of derepression was independent of the positioned nucleosome and that the TATA binding protein was excluded from ANB1 even in the absence of the positioned nucleosome. The mediator factor Srb7 has been shown to interact with Tup1 and to play a role in repression at several regulons, but we found that significant levels of repression remained in srb7 mutants even when the chromatin-dependent repression mechanism was eliminated. These findings suggest that the repression of different regulons or genes may invoke different mechanisms.
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Affiliation(s)
- Thomas A Mennella
- Department of Biological Sciences, State University of New York at Albany, Albany, New York 12222, USA
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Sertil O, Kapoor R, Cohen BD, Abramova N, Lowry CV. Synergistic repression of anaerobic genes by Mot3 and Rox1 in Saccharomyces cerevisiae. Nucleic Acids Res 2004; 31:5831-7. [PMID: 14530431 PMCID: PMC219473 DOI: 10.1093/nar/gkg792] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Two groups of anaerobic genes (genes induced in anaerobic cells and repressed in aerobic cells) are negatively regulated by heme, a metabolite present only in aerobic cells. Members of both groups, the hypoxic genes and the DAN/TIR/ERG genes, are jointly repressed under aerobic conditions by two factors. One is Rox1, an HMG protein, and the second, originally designated Rox7, is shown here to be Mot3, a global C2H2 zinc finger regulator. Repression of anaerobic genes results from co-induction of Mot3 and Rox1 in aerobic cells. Repressor synthesis is triggered by heme, which de-represses a mechanism controlling expression of both MOT3 and ROX1 in anaerobic cells; it includes Hap1, Tup1, Ssn6 and a fourth unidentified factor. The constitutive expression of various anaerobic genes in aerobic rox1Delta or mot3Delta cells directly implies that neither factor can repress by itself at endogenous levels and that stringent aerobic repression results from the concerted action of both. Mot3 and Rox1 are not essential components of a single complex, since each can repress independently in the absence of the other, when artificially induced at high levels. Moreover, the two repression mechanisms appear to be distinct: as shown here repression of ANB1 by Rox1 alone requires Tup1-Ssn6, whereas repression by Mot3 does not. Though artificially high levels of either factor can repress well, the absolute efficiency observed in normal cells when both are present-at much lower levels-demonstrates a novel inhibitory synergy. Evidently, expression levels for the two mutually dependent repressors are calibrated to permit a range of variation in basal aerobic expression at different promoters with differing operator site combinations.
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Affiliation(s)
- Odeniel Sertil
- Center for Immunology and Microbial Disease, Albany Medical College, 47 New Scotland Avenue, Albany, NY 12208, USA
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35
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Ness F, Bourot S, Régnacq M, Spagnoli R, Bergès T, Karst F. SUT1 is a putative Zn[II]2Cys6-transcription factor whose upregulation enhances both sterol uptake and synthesis in aerobically growingSaccharomyces cerevisiaecells. ACTA ACUST UNITED AC 2003. [DOI: 10.1046/j.1432-1327.2001.02029.x] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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36
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Ter Linde JJM, Régnacq M, Steensma HY. Transcriptional regulation of YML083c under aerobic and anaerobic conditions. Yeast 2003; 20:439-54. [PMID: 12673627 DOI: 10.1002/yea.975] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
YML083c and DAN1 were among the Saccharomyces cerevisiae ORFs that displayed the strongest increase in transcript abundance during anaerobic growth compared to aerobic growth, as determined by oligonucleotide microarrays. We here report that transcription of YML083c is regulated by at least three different factors. First, repression under aerobic conditions depends on the presence of heme. Second, deletion analysis of the 5'-flanking region of YML083c and DAN1 revealed two regions responsible for anaerobic induction. Each of these regions conferred anoxia-regulated expression to the heterologous, minimal, CYC1-lacZ reporter. Mutations in the AAACGA subelement, common to the positive acting regions of YML083c and DAN1, almost completely abolished the ability to drive anaerobic expression of the reporter gene. This subelement is similar to the AR1 site, which is involved in anaerobic induction of the DAN/TIR genes. Activation through the AR1 site depends on Upc2. Indeed, transcription from the YML083c promoter was decreased in an upc2 null mutant. Third, expression of Sut1 under aerobic conditions enhanced transcription of YML083c, suggesting that aerobic repression of YML083c is promoted by the general Tup1-Ssn6 co-repressor complex. However, despite the presence of a sequence that matches the consensus for binding of Rox1, YML083c is not controlled by Rox1, since deletion or replacement of the putative binding site did not cause aerobic derepression. Moreover, YML083c expression was undetectable in aerobically grown cells of a rox1 null mutant.
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Affiliation(s)
- J J M Ter Linde
- Institute of Molecular Plant Sciences, Leiden University, Wassenaarseweg 64, 2333 AL, Leiden, The Netherlands
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37
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Wong CM, Ching YP, Zhou Y, Kung HF, Jin DY. Transcriptional regulation of yeast peroxiredoxin gene TSA2 through Hap1p, Rox1p, and Hap2/3/5p. Free Radic Biol Med 2003; 34:585-97. [PMID: 12614847 DOI: 10.1016/s0891-5849(02)01354-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
In Saccharomyces cerevisiae, the transcription of peroxiredoxin gene TSA2 is responsive to various reactive oxygen and nitrogen species. Redox-regulated transcriptional activators Yap1p, Skn7p, Msn2p/Msn4p have been shown to play a role in regulating TSA2 expression. In this study we show that the transcription of TSA2 is under complex control involving additional transcription factors Hap1p, Rox1p, and Hap2/3/5p. Deletion of HAP1 led to a 50% reduction of TSA2 transcriptional activity. As an intracellular oxygen sensor, heme stimulated TSA2 transcription by activating Hap1p. The induction of TSA2 by H(2)O(2) is also mediated in part through Hap1p. Countering the effects of Hap1p was a transcriptional repressor Rox1p. Deletion of ROX1 or mutation of Rox1p-binding site significantly activated TSA2 transcription. In addition, TSA2 activity was diminished in hap2Delta, hap3Delta, hap4Delta, and hap5Delta strains, but was stimulated upon overexpression of Hap4p. Hap2/3/5p may cooperate with Msn2/4p to activate TSA2 after diauxic shift. Finally, we demonstrated a role for kinases Ras1/2p and Hog1p in Msn2/4p-dependent activation of TSA2. In particular, Hog1p mediated the response of TSA2 to osmotic and oxidative stress. Taken together, our findings suggest that the expression of TSA2 is regulated by a group of transcription factors responsive differentially to stress conditions.
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Affiliation(s)
- Chi-Ming Wong
- Institute of Molecular Biology, The University of Hong Kong, Hong Kong, China
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38
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Henry KW, Nickels JT, Edlind TD. ROX1 and ERG regulation in Saccharomyces cerevisiae: implications for antifungal susceptibility. EUKARYOTIC CELL 2002; 1:1041-4. [PMID: 12477804 PMCID: PMC138765 DOI: 10.1128/ec.1.6.1041-1044.2002] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Yeasts respond to treatment with azoles and other sterol biosynthesis inhibitors by upregulating the expression of the ERG genes responsible for ergosterol production. Previous studies on Saccharomyces cerevisiae implicated the ROX1 repressor in ERG regulation. We report that ROX1 deletion resulted in 2.5- to 16-fold-lower susceptibilities to azoles and terbinafine. In untreated cultures, ERG11 was maximally expressed in mid-log phase and expression decreased in late log phase, while the inverse was observed for ROX1. In azole-treated cultures, ERG11 upregulation was preceded by a decrease in ROX1 RNA. These inverse correlations suggest that transcriptional regulation of ROX1 is an important determinant of ERG expression and hence of azole and terbinafine susceptibilities.
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Affiliation(s)
- Karl W Henry
- Department of Microbiology and Immunology, Drexel University College of Medicine, Philadelphia, Pennsylvania 19129, USA
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39
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Xu H, Wu P, Wu CFJ, Tidwell C, Wang Y. A smooth response surface algorithm for constructing a gene regulatory network. Physiol Genomics 2002; 11:11-20. [PMID: 12361986 DOI: 10.1152/physiolgenomics.00060.2001] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
A smooth response surface (SRS) algorithm is developed as an elaborate data mining technique for analyzing gene expression data and constructing a gene regulatory network. A three-dimensional SRS is generated to capture the biological relationship between the target and activator-repressor. This new technique is applied to functionally describe triplets of activators, repressors, and targets, and their regulations in gene expression data. A diagnostic strategy is built into the algorithm to evaluate the scores of the triplets so that those with low scores are kept and a regulatory network is constructed based on this information and existing biological knowledge. The predictions based on the identified triplets in two yeast gene expression data sets agree with some experimental data in the literature. It provides a novel model with attractive mathematical and statistical features that make the algorithm valuable for mining expression or concentration information, assist in determining the function of uncharacterized proteins, and can lead to a better understanding of coherent pathways.
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Affiliation(s)
- Hongquan Xu
- Department of Discovery Research Informatics, Bioinformatics, Pfizer Global Research and Development, Ann Arbor 48105, USA
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40
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Waters BM, Eide DJ. Combinatorial control of yeast FET4 gene expression by iron, zinc, and oxygen. J Biol Chem 2002; 277:33749-57. [PMID: 12095998 DOI: 10.1074/jbc.m206214200] [Citation(s) in RCA: 98] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Acquisition of metals such as iron, copper, and zinc by the yeast Saccharomyces cerevisiae is tightly regulated. High affinity uptake systems are induced under metal-limiting conditions to maintain an adequate supply of these essential nutrients. Low affinity uptake systems function when their substrates are in greater supply. The FET4 gene encodes a low affinity iron and copper uptake transporter. FET4 expression is regulated by several environmental factors. In this report, we describe the molecular mechanisms underlying this regulation. First, we found that FET4 expression is induced in iron-limited cells by the Aft1 iron-responsive transcriptional activator. Second, FET4 is regulated by zinc status via the Zap1 transcription factor. We present evidence that FET4 is a physiologically relevant zinc transporter and this provides a rationale for its regulation by Zap1. Finally, FET4 expression is regulated in response to oxygen by the Rox1 repressor. Rox1 attenuates activation by Aft1 and Zap1 in aerobic cells. Derepression of FET4 may allow the Fet4 transporter to play an even greater role in metal acquisition under anaerobic conditions. Thus, Fet4 is a multisubstrate metal ion transporter under combinatorial control by iron, zinc, and oxygen.
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Affiliation(s)
- Brian M Waters
- Department of Agronomy, University of Missouri, Columbia, MO 65211, USA
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41
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Wilcox LJ, Balderes DA, Wharton B, Tinkelenberg AH, Rao G, Sturley SL. Transcriptional profiling identifies two members of the ATP-binding cassette transporter superfamily required for sterol uptake in yeast. J Biol Chem 2002; 277:32466-72. [PMID: 12077145 DOI: 10.1074/jbc.m204707200] [Citation(s) in RCA: 194] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
In contrast to lipoprotein-mediated sterol uptake, free sterol influx by eukaryotic cells is poorly understood. To identify components of non-lipoprotein-mediated sterol uptake, we utilized strains of Saccharomyces cerevisiae that accumulate exogenous sterol due to a neomorphic mutation in the transcription factor, UPC2. Two congenic upc2-1 strains, differing quantitatively in aerobic sterol uptake due to a modifying mutation in the HAP1 transcription factor, were compared using DNA microarrays. We identified 9 genes as responsive to UPC2 that were also induced under anaerobiosis, when sterol uptake is essential. Deletion mutants in these genes were assessed for sterol influx in the upc2-1 background. UPC2 itself was up-regulated under these conditions and was required for aerobic sterol influx. Deletion of the ATP-binding cassette transporters YOR011w (AUS1) or PDR11, or a putative cell wall protein encoded by DAN1, significantly reduced sterol influx. Sodium azide and vanadate inhibited sterol uptake, consistent with the participation of ATP-binding cassette transporters. We hypothesized that the physiological role of Aus1p and Pdr11p is to mediate sterol uptake when sterol biosynthesis is compromised. Accordingly, expression of AUS1 or PDR11 was required for anaerobic growth and sterol uptake. We proposed similar molecules may be important components of sterol uptake in all eukaryotes.
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Affiliation(s)
- Lisa J Wilcox
- Institute of Human Nutrition and Department of Pediatrics, Columbia University College of Physicians and Surgeons, New York, New York 10032, USA
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42
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Ter Linde JJM, Steensma HY. A microarray-assisted screen for potential Hap1 and Rox1 target genes in Saccharomyces cerevisiae. Yeast 2002; 19:825-40. [PMID: 12112237 DOI: 10.1002/yea.879] [Citation(s) in RCA: 108] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Saccharomyces cerevisiae adapts to altered oxygen availability by differentially expressing a number of genes. Under aerobic conditions oxygen control of gene expression is exerted through the activator Hap1 and the repressor Rox1. The Hap1 transcription factor senses cellular heme status and increases expression of aerobic genes in response to oxygen. The repression of hypoxic genes under normoxic conditions results from Hap1-mediated activation of ROX1 transcription. To allow the identification of additional Hap1 and Rox1 target genes, genome-wide expression was analysed in aerobically, chemostat-cultivated hap1 and rox1 null mutants. The microarray results show that deletion of HAP1 causes a lower transcript level of 51 genes. Transcription of 40 genes was increased in rox1 mutant cells compared to wild-type cells. Combining these results with our previously described transcriptome data of aerobically and anaerobically grown cells and with computational analysis of the promoters identified 24 genes that are potentially regulated by Hap1, and 38 genes satisfied the criteria of being direct targets of Rox1. In addition, this work provides further evidence that Rox1 controls transcription of anaerobic genes through repression under normoxic conditions.
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Affiliation(s)
- José J M Ter Linde
- Institute of Molecular Plant Sciences, Leiden University, Wassenaarseweg 64, 2333 AL Leiden, The Netherlands.
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43
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Becerra M, Lombardía-Ferreira LJ, Hauser NC, Hoheisel JD, Tizon B, Cerdán ME. The yeast transcriptome in aerobic and hypoxic conditions: effects of hap1, rox1, rox3 and srb10 deletions. Mol Microbiol 2002; 43:545-55. [PMID: 11929514 DOI: 10.1046/j.1365-2958.2002.02724.x] [Citation(s) in RCA: 72] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The transcriptome of Saccharomyces cerevisiae was screened using the high-density membrane hybridization method, under aerobic and hypoxic conditions, in wild-type and mutant backgrounds obtained by the disruption of the genes encoding the regulatory proteins Hap1, Rox1 and the Srb10 and Rox3 subunits of RNA polymerase II holoenzyme. None of the mutations studied was able to fully overcome the wild-type hypoxic response. Deletion of the hap1 gene changed the expression profiles of individual open reading frames (ORFs) under both aerobic and hypoxic conditions. Major changes associated with rox3 deletion were related to the hypoxic activation. Rox3 also caused a repressor effect (oxygen-independent) on a subset of genes related to subtelomeric proteins. With regard to the effect brought about by the deletion of rox1 and srb10, correspondence cluster analysis revealed that the transcriptome profile in aerobic conditions is very similar in the wild-type and both deletion strains. In contrast, however, differences were found during hypoxia between the subgroup formed by wild-type and the Deltarox1 deletant compared with the Deltasrb10 deletant. An analysis of selected ORFs responding to hypoxia, in association with a dependence on the regulatory factors studied, made it possible to identify the clusters that are related to different regulatory circuits.
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Affiliation(s)
- Manuel Becerra
- Dpto. Biología Celular y Molecular, Universidad de La Coruña, F. Ciencias, Campus de La Zapateira s/n 15075, La Coruña, Spain
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44
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45
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Kwast KE, Lai LC, Menda N, James DT, Aref S, Burke PV. Genomic analyses of anaerobically induced genes in Saccharomyces cerevisiae: functional roles of Rox1 and other factors in mediating the anoxic response. J Bacteriol 2002; 184:250-65. [PMID: 11741867 PMCID: PMC134782 DOI: 10.1128/jb.184.1.250-265.2002] [Citation(s) in RCA: 187] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
DNA arrays were used to investigate the functional role of Rox1 in mediating acclimatization to anaerobic conditions in Saccharomyces cerevisiae. Multiple growth conditions for wild-type and rox1 null strains were used to identify open reading frames with a statistically robust response to this repressor. These results were compared to those obtained for a wild-type strain in response to oxygen availability. Transcripts of nearly one-sixth of the genome were differentially expressed (P < 0.05) with respect to oxygen availability, the majority (>65%) being down-regulated under anoxia. Of the anaerobically induced genes, about one-third (106) contain putative Rox1-binding sites in their promoters and were significantly (P < 0.05) up-regulated in the rox1 null strains under aerobiosis. Additional promoter searches revealed that nearly one-third of the anaerobically induced genes contain an AR1 site(s) for the Upc2 transcription factor, suggesting that Upc2 and Rox1 regulate the majority of anaerobically induced genes in S. cerevisiae. Functional analyses indicate that a large fraction of the anaerobically induced genes are involved in cell stress (approximately 1/3), cell wall maintenance (approximately 1/8), carbohydrate metabolism (approximately 1/10), and lipid metabolism (approximately 1/12), with both Rox1 and Upc2 predominating in the regulation of this latter group and Upc2 predominating in cell wall maintenance. Mapping the changes in expression of functional regulons onto metabolic pathways has provided novel insight into the role of Rox1 and other trans-acting factors in mediating the physiological response of S. cerevisiae to anaerobic conditions.
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Affiliation(s)
- Kurt E Kwast
- Department of Molecular & Integrative Physiology, University of Illinois, Urbana, Illinois 61801, USA.
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46
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Braun BR, Kadosh D, Johnson AD. NRG1, a repressor of filamentous growth in C.albicans, is down-regulated during filament induction. EMBO J 2001; 20:4753-61. [PMID: 11532939 PMCID: PMC125265 DOI: 10.1093/emboj/20.17.4753] [Citation(s) in RCA: 270] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
In response to a variety of external signals, the fungal pathogen Candida albicans undergoes a transition between ellipsoidal single cells (blastospores) and filaments composed of elongated cells attached end-to-end. Here we identify a DNA-binding protein, Nrg1, that represses filamentous growth in Candida probably by acting through the co-repressor Tup1. nrg1 mutant cells are predominantly filamentous under non-filament-inducing conditions and their colony morphology resembles that of tup1 mutants. We also identify two filament-specific genes, ECE1 and HWP1, whose transcription is repressed by Nrg1 under non-inducing conditions. These genes constitute a subset of those under Tup1 control, providing further evidence that Nrg1 acts by recruiting Tup1 to target genes. We show that growth in serum at 37 degrees C, a potent inducer of filamentous growth, causes a reduction of NRG1 mRNA, suggesting that filamentous growth is induced by the down-regulation of NRG1. Consistent with this idea, expression of NRG1 from a non-regulated promoter partially blocks the induction of filamentous growth.
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Affiliation(s)
| | | | - Alexander D. Johnson
- Department of Microbiology and Immunology, University of California at San Francisco, San Francisco, CA 94143-0414, USA
Corresponding author e-mail:
B.R.Braun and D.Kadosh contributed equally to this work
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Conlan RS, Tzamarias D. Sfl1 functions via the co-repressor Ssn6-Tup1 and the cAMP-dependent protein kinase Tpk2. J Mol Biol 2001; 309:1007-15. [PMID: 11399075 DOI: 10.1006/jmbi.2001.4742] [Citation(s) in RCA: 84] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Ssn6 (Cyc8) is a component of the yeast general corepressor Ssn6-Tup1 that inhibits the transcription of many diversely regulated genes. The corepressor does not interact directly with DNA but is recruited to different promoters through interactions with distinct pathway-specific, DNA-binding repressor proteins. Using yeast two-hybrid and GST chromatography interaction experiments, we have determined that Sfl1, a novel repressor protein, interacts directly with Ssn6, and in vivo repression data suggest that Sfl1 inhibits transcription by recruiting Ssn6-Tup1 via a specific domain in the Sfl1 protein. Sin4 and Srb10, components of specific RNA polymerase II sub-complexes that are required for Ssn6-Tup1 repression activity, are found to be required for Sfl1 repression function. These results indicate a possible mechanism for Sfl1-mediated repression via Ssn6-Tup1 and specific subunits of the RNA polymerase II holoenzyme. Electrophoretic mobility shift and chromatin immuno-precipitation assays demonstrate that Sfl1 is present at the promoters of three Ssn6-Tup1-repressible genes; namely, FLO11, HSP26, and SUC2. Sfl1 is known to interact with Tpk2, a cAMP-dependent protein kinase that negatively regulates Sfl1 function. Consistently, we show that phosphorylation by protein kinase A inhibits Sfl1 DNA binding in vitro, and that a tpk2Delta mutation increases the levels of Sfl1 protein associated with specific promoter elements in vivo. These data indicate a possible mechanism for regulating Sfl1-mediated repression through modulation of DNA binding by cAMP-dependent protein kinase-dependent phosphorylation. Taken together with previous data, these new observations suggest a link between cAMP signaling and Ssn6-Tup1-mediated transcriptional repression.
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Affiliation(s)
- R S Conlan
- Institute of Molecular Biology & Biotechnology-Foundation of Research & Technology, Vassilika Vouton, Heraklion, Crete, GR-711 10, Greece.
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Régnacq M, Alimardani P, El Moudni B, Bergès T. SUT1p interaction with Cyc8p(Ssn6p) relieves hypoxic genes from Cyc8p-Tup1p repression in Saccharomyces cerevisiae. Mol Microbiol 2001; 40:1085-96. [PMID: 11401714 DOI: 10.1046/j.1365-2958.2001.02450.x] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
SUT1 is a hypoxic gene encoding a nuclear protein that belongs to the Zn[II]2Cys-6 family. It has been shown that constitutive expression of SUT1 induces exogenous sterol uptake in aerobically growing Saccharomyces cerevisiae cells. A differential display approach was used to identify genes whose transcription is modified upon SUT1 induction. Within the promoter sequence of one of these genes, DAN1, we identified the region responsive to SUT1 and showed that it has a strong repressive activity when cloned in the vicinity of distinct promoters. Upon SUT1 constitutive expression in aerobiosis, the repression is released, allowing enhanced transcription of the reporter gene. We provide evidence that the repression is promoted by the Cyc8p(Ssn6p)-Tup1p co-repressor and that release of repression is the result of a physical interaction between Sut1p and Cyc8p. Moreover, genetic data suggest that complete derepression of the reporter gene requires a functional Cyc8p. In addition, we show that Sut1p is involved in the induction of hypoxic gene transcription when the cells are shifted from aerobiosis to anaerobiosis.
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Affiliation(s)
- M Régnacq
- Université de Poitiers, Faculté des Sciences, Laboratoire de Génétique de la Levure, UMR 6161, IBMIG, 40 Avenue du Recteur Pineau, 86022 Poitiers Cedex, France
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49
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Abramova N, Sertil O, Mehta S, Lowry CV. Reciprocal regulation of anaerobic and aerobic cell wall mannoprotein gene expression in Saccharomyces cerevisiae. J Bacteriol 2001; 183:2881-7. [PMID: 11292809 PMCID: PMC99506 DOI: 10.1128/jb.183.9.2881-2887.2001] [Citation(s) in RCA: 119] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The DAN/TIR genes encode nine cell wall mannoproteins in Saccharomyces cerevisiae which are expressed during anaerobiosis (DAN1, DAN2, DAN3, DAN4, TIR1, TIR2, TIR3, TIR4, and TIP1). Most are expressed within an hour of an anaerobic shift, but DAN2 and DAN3 are expressed after about 3 h. At the same time, CWP1 and CWP2, the genes encoding the major mannoproteins, are down-regulated, suggesting that there is a programmed remodeling of the cell wall in which Cwp1 and Cwp2 are replaced by nine anaerobic counterparts. TIP1, TIR1, TIR2, and TIR4 are also induced during cold shock. Correspondingly, CWP1 is down-regulated during cold shock. As reported elsewhere, Mox4 is a heme-inhibited activator, and Mot3 is a heme-induced repressor of the DAN/TIR genes (but not of TIP1). We show that CWP2 (but not CWP1) is controlled by the same factors, but in reverse fashion-primarily by Mot3 (which can function as either an activator or repressor) but also by Mox4, accounting for the reciprocal regulation of the two groups of genes. Disruptions of TIR1, TIR3, or TIR4 prevent anaerobic growth, indicating that each protein is essential for anaerobic adaptation. The Dan/Tir and Cwp proteins are homologous, with the greatest similarities shown within three subgroups: the Dan proteins, the Tip and Tir proteins, and, more distantly, the Cwp proteins. The clustering of homology corresponds to differences in expression: the Tip and Tir proteins are expressed during hypoxia and cold shock, the Dan proteins are more stringently repressed by oxygen and insensitive to cold shock, and the Cwp proteins are oppositely regulated by oxygen and temperature.
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Affiliation(s)
- N Abramova
- Center for Immunology and Microbial Disease, Albany Medical College, New York 12208, USA
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Vasconcelles MJ, Jiang Y, McDaid K, Gilooly L, Wretzel S, Porter DL, Martin CE, Goldberg MA. Identification and characterization of a low oxygen response element involved in the hypoxic induction of a family of Saccharomyces cerevisiae genes. Implications for the conservation of oxygen sensing in eukaryotes. J Biol Chem 2001; 276:14374-84. [PMID: 11278521 DOI: 10.1074/jbc.m009546200] [Citation(s) in RCA: 87] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
An organism's ability to respond to changes in oxygen tension depends in large part on alterations in gene expression. The oxygen sensing and signaling mechanisms in eukaryotic cells are not fully understood. To further define these processes, we have studied the Delta9 fatty acid desaturase gene OLE1 in Saccharomyces cerevisiae. We have confirmed previous data showing that the expression of OLE1 mRNA is increased in hypoxia and in the presence of certain transition metals. OLE1 expression was also increased in the presence of the iron chelator 1,10-phenanthroline. A 142-base pair (bp) region 3' to the previously identified fatty acid response element was identified as critical for the induction of OLE1 in response to these stimuli using OLE1 promoter-lacZ reporter constructs. Electromobility shift assays confirmed the presence of an inducible band shift in response to hypoxia and cobalt. Mutational analysis defined the nonameric sequence ACTCAACAA as necessary for transactivation. A 20-base pair oligonucleotide containing this nonamer confers up-regulation by hypoxia and inhibition by unsaturated fatty acids when placed upstream of a heterologous promoter in a lacZ reporter construct. Additional yeast genes were identified which respond to hypoxia and cobalt in a manner similar to OLE1. A number of mammalian genes are also up-regulated by hypoxia, cobalt, nickel, and iron chelators. Hence, the identification of a family of yeast genes regulated in a similar manner has implications for understanding oxygen sensing and signaling in eukaryotes.
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Affiliation(s)
- M J Vasconcelles
- Hematology Division, Department of Medicine, Brigham & Women's Hospital, and Harvard Medical School, Boston, Massachusetts 02115, USA
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